{"id":"W4210735408","doi":"10.1101/2022.01.25.477719","title":"Reduced inflammatory response and promoted multiciliated cell differentiation in mice protected by defective interfering influenza virus","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Biology; Virus; Interferon; Influenza A virus; Viral replication; Innate immune system; Virology; Immunity; Immune system; Transcription factor; Immunology; Inflammation; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002354528,0.0005356179,0.000306331,0.0007057182,0.0001714937,0.0002814928,0.0002191899,0.0004494547,0.002006476],"category_scores_gemma":[0.00008466486,0.0002249983,0.0002746625,0.000149159,0.0004140472,0.0002194498,0.0002165312,0.00111795,0.0005683862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002446435,"about_ca_system_score_gemma":0.0001278357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003093088,"about_ca_topic_score_gemma":0.0003014806,"domain_scores_codex":[0.9998023,0.00002901128,0.00002102975,0.00006212905,0.00003647022,0.0000490957],"domain_scores_gemma":[0.9997787,0.00002258863,0.00007384922,0.00002934643,0.00001207995,0.00008348118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002053349,0.00002645185,0.0001489777,0.00001317196,0.000002225822,0.00002543391,0.00001057283,0.00001629215,0.9990779,0.00006451693,0.00001915328,0.0003899513],"study_design_scores_gemma":[0.00004231166,0.0007510712,0.008246063,0.000007817508,0.00001676937,0.000343887,0.00004508282,0.0007084488,0.9881482,0.0001046856,0.00157957,0.000006161805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920003,0.00125124,0.003501119,0.0001891319,0.00005970759,0.0000428127,0.001179738,0.0002091909,0.001566623],"genre_scores_gemma":[0.9902993,0.0004926061,0.002851325,0.0001170089,0.00001995141,0.00006120404,0.0007686703,0.00006650253,0.005323372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002006476,"threshold_uncertainty_score":0.006712317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713560643104031,"score_gpt":0.2843298712389767,"score_spread":0.2571942648079364,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}